A comparison of hydrologic models for ecological flows and water availability

Ecohydrology

Volumn 8, Issue 8, 2015, Pages 1525-1546

  Caldwell, Peter V ^a   Kennen, Jonathan G ^b   Sun, Ge ^a   Kiang, Julie E ^b   Butcher, Jon B ^c   Eddy, Michele C ^d   Hay, Lauren E ^e   Lafontaine, Jacob H ^b   Hain, Ernie F ^f   Nelson, Stacy A C ^f   Mcnulty, Steve G ^a  

^a USDA FOREST SERVICE   (United States)

^b U S GEOLOGICAL SURVEY   (United States)

^c TETRA TECH INC   (United States)

^d RTI INTERNATIONAL   (United States)

^e DENVER FEDERAL CENTER   (United States)

^f NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

Calibration; Ecosystem health; ELOHA; Environmental flow; Hydrologic models; Uncertainty; Water supply

Indexed keywords

AQUATIC ECOSYSTEMS; CALIBRATION; ECOLOGY; FORECASTING; STREAM FLOW; WATER RESOURCES; WATER SUPPLY;

ECOSYSTEM HEALTH; ELOHA; ENVIRONMENTAL FLOW; HYDROLOGIC MODELS; UNCERTAINTY;

ECOSYSTEMS;

EID: 84955690381     PISSN: 19360584     EISSN: 19360592     Source Type: Journal    
DOI: 10.1002/eco.1602     Document Type: Article

References (85)

1. Annear T, Chisholm I, Beecher H, Locke A, Aarrestad P, Coomer C, Estes C, Hunt J, Jacobson R, Jobsis G, Kauffman J, Marshall J, Mayes K, Smith G, Wentworth R, Stalnaker C. 2004. Instream Flows for Riverine Resource Stewardship, Revised Edition. Instream Flow Council: Cheyenne.
2. Arthington AH, Bunn SE, Poff NL, Naiman RJ. 2006. The challenge of providing environmental flow rules to sustain river ecosystems. Ecological Applications 16: 1311-1318. DOI: 10.1890/1051-0761(2006)016[1311:TCOPEF]2.0.CO;2
3. Averyt K, Fisher J, Huber-Lee A, Lewis A, Macknick J, Madden N, Rogers J, Tellinghuisen C. 2011. Freshwater Use by U.S. Power Plants: Electricity's Thirst for a Precious Resource, a Report of the Energy and Water in a Warming World Initiative. Union of Concerned Scientists: Cambridge.
4. Averyt K, Meldrum J, Caldwell P, Sun G, McNulty S, Huber-Lee A, Madden N. 2013. Sectoral Vulnerabilities to Changing Water Resources in the Coterminous U.S. Environmental Research Letters 8: 035026. DOI: 10.1088/1748-9326/8/3/035046
5. Bicknell BR, Imhoff JC, Kittle JL, Jobes TH, Donigian AS. 2005. HSPF Version 12.2 User's Manual. U.S. Environmental Protection Agency, National Exposure Research Laboratory: Athens.
6. Biemans H, Haddeland I, Kabat P, Ludwig F, Hutles RWA, Heinke J, von Bloh W, Gerten D. 2011. Impact of reservoirs on river discharge and irrigation water supply during the 20th century. Water Resources Research 47: W03509. DOI: 10.1029/ 2009WR008929
7. Burnash RJC, Ferral RL, McGuire RA. 1973. A Generalized Streamflow Simulation System - Conceptual Modeling for Digital Computers, Technical Report, Joint Federal and State River Forecast Center. U.S. National Weather Service and California Department of Water Resources: Sacramento, CA.
8. Burnash RJC. 1995. The NWS river forecast system - catchment modeling. In Computer Models of Watershed Hydrology, Singh VP (ed.). Water Resources Publications: Littleton, CO.
9. Caldwell PV, Sun G, McNulty SG, Cohen EC, Moore Myers JA. 2012. Impacts of impervious cover, water withdrawals, and climate change on river flows in the conterminous US. Hydrology and Earth System Sciences 16: 2839-2857. DOI: 10.5194/hess-16-2839-2012
10. Carlisle DM, Wolock DM, Meador MR. 2010. Alteration of streamflow magnitudes, and potential ecological consequences: a multiregional assessment. Frontiers in Ecology and the Environment 264. DOI: 10.1890/100053
11. Crawford NH, Linsley RK. 1966. Digital Simulation in Hydrology: Stanford Watershed Model IV. Department of Civil Engineering, Stanford University: Stanford CA USA.
12. Di Luzio M, Johnson GL, Daly C, Eischeid JK, Arnold JG. 2008. Constructing retrospective gridded daily precipitation and temperature datasets for the conterminous United States. Journal of Applied Meteorology and Climatology 47: 475-497. DOI: 10.1175/2007JAMC1356.1
13. Donigian AS Jr. 2000. HSPF training workshop handbook and CD. Lecture #19: calibration and verification issues. U.S. Environmental Protection Agency Headquarters, Washington Information Center, 10-14 January, 2000. Prepared for U.S. Environmental Protection Agency, Office of Water, Office of Science and Technology, Washington, DC.
14. Duan QY, Sorooshian S, Gupta VK. 1994. Optimal use of the SCE-UA Global Optimization Method for calibrating watershed models. Journal of Hydrology 158: 265-284. DOI: 10.1016/0022-1694(94)90057-4
15. Dudgeon D, Arthington AH, Gessner MO, Kawabata ZI, Knowler DJ, Leveque C, Naiman RJ, Prieur-Richard AH, Soto D, Stiassny MLJ, Sullivan CA. 2006. Freshwater biodiversity: importance, threats, status and conservation challenges. Biological Review 81: 163-182. DOI: 10.1017/S1464793105006950
16. Falcone JA, Carlisle DM, Wolock DM, Meador MR. 2010. GAGES: a stream gage database for evaluating natural and altered flow conditions in the conterminous United States. Ecology 91(2): 621.
17. Falcone JA. 2011. Geospatial attributes of gages for evaluating streamflow. Digital spatial data set. Available at: http://water.usgs.gov/GIS/metadata/usgswrd/XML/gagesII_Sept2011.xml.
18. Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK, Helkowski JH, Holloway T, Howard EA, Kucharik CJ, Monfreda C, Patz JA, Prentice IC, Ramankutty N, Snyder PK. 2005. Global consequences of land use. Science 309: 570-574. DOI: 10.1126/science.1111772
19. Freeman MC, Buell GR, Hay LE, Hughes WB, Jacobson RB, Jones JW, Jones SA, Lafontaine JH, Odom KR, Peterson JT, Riley JW, Schindler JS, Shea C, Weaver JD. 2013. Linking river management to species conservation using dynamic landscape-scale models. River Research and Applications 29: 906-918. DOI: 10.1002/rra.2575
20. Fry J, Xian G, Jin S, Dewitz J, Homer C, Yang L, Barnes C, Herold N, Wickham J. 2011. Completion of the 2006 National Land Cover Database for the conterminous United States. Photogrammetric Engineering & Remote Sensing 77(9): 858-864.
21. Georgakakos A, Zhang F, Yao H. 2010. Climate Variability and Change Assessment for the ACF River Basin. Southeast US. Georgia Water Resources Institute: Atlanta
22. Georgakakos A, Fleming P, Dettinger M, Peters-Lidard C, Richmond TC, Reckhow K, White K, Yates D. 2014. Ch. 3: water resources. In Climate Change Impacts in the United States: the Third National Climate Assessment, Melillo JM, Richmond TC, Yohe GW (eds). U.S. Global Change Research Program: Washington DC.
23. Gerten D, Rost S, von Blo W, Lucht W. 2008. Causes of change in 20th century global river discharge, Geophysical Research Letters 35: L20405. DOI: 10.1029/2008GL035258
24. Graf WL. 1999. Dam nation: a geographic census of American dams and their large-scale hydrologic impacts. Water Resources Research 35: 1305-1311.
25. Haith DA, Shoemaker LL. 1987. Generalized watershed loading functions for stream flow nutrients. Water Resources Bulletin 23: 471-478.
26. Haith DA, Mandel R, Wu RS. 1992. GWLF: Generalized Watershed Loading Functions User's Manual, Vers. 2.0. Cornell University: Ithaca, NY.
27. Hamon WR. 1963. Computation of direct runoff amounts from storm rainfall. International Association of Scientific Hydrology. Publication 63: 52-62.
28. Hay LE, McCabe GJ. 2002. Spatial variability in water-balance model performance in the conterminous United States. Journal of the American Water Resources Association 38: 847-860. DOI: 10.1111/j.1752-1688.2002.tb01001.x
29. Hay LE, Umemoto M. 2006. Multiple-objective stepwise calibration using Luca. U.S. Geological Survey Open-File Report 2006-1323.
30. Hay LE, Leavesley GH, Clark MP, Markstrom SL, Viger RJ, Umemoto M. 2006. Step wise, multiple objective calibration of a hydrologic model for a snowmelt dominated basin. Journal of the American Water Resources Association 42: 877-890. DOI: 10.1111/j.1752-1688.2006.tb04501.x
31. Henriksen JA, Heasley J, Kennen JG, Nieswand S. 2006. Users' manual for the Hydroecological Integrity Assessment Process software (including the New Jersey Assessment Tools). U.S. Geological Survey Open-File Report 2006-1093.
32. Homer C, Dewitz J, Fry J, Coan M, Hossain N, Larson C, Herold N, McKerrow A, VanDriel JN, Wickham J. 2007. Completion of the 2001 National Land Cover Database for the conterminous United States. Photogrammetric Engineering & Remote Sensing 73: 337-341.
33. Jackson RB, Carpenter SR, Dahm CN, McKnight DM, Naiman RJ, Postel SL, Running SW. 2001. Water in a changing world. Ecological Applications 11: 1027-1045. DOI: 10.2307/3061010
34. Jensen ME, Haise HR. 1963. Estimating evapotranspiration from solar radiation. Journal of Irrigation and Drainage Division 89: 15-41.
35. Jensen ME, Burman RD, Allen RG. 1990. Evapotranspiration and Irrigation Water Requirements. ASCE: New York, NY.
36. Johnson T, Butcher J, Weaver C. 2012. Investigating the implications of climate change for U.S. stream water quality: the EPA Global Change Research Program's "20 Watersheds" project. Journal of Water Resources Planning and Management 138(5): 453-464.
37. Kendy E, Cutrofello M, Fekadu M. 2011. Unified Hydrologic Model for Assessing Human and Climate Impacts on Streamflows at Multiple Geographic Scales. Available at: http://data.southatlanticlcc.org/TNC_flows_for_web.pdf. [Accessed 9 December 2013].
38. Kennen JG, Henriksen JA, Nieswand SP. 2007. Development of the Hydroecological Integrity Assessment Process for Determining Environmental Flows for New Jersey Streams. U.S. Geological Survey Scientific Investigations Report 2007-5206.
39. King RS, Baker ME, Whigham DF, Weller DE, Jordan TE, Kazyak PF, Hurd MK. 2005. Spatial consideration for linking watershed land cover to ecological indicators in streams. Ecological Applications 15: 137-153. DOI: 10.1890/04-0481
40. Knight RR, Gain WS, Wolfe WJ. 2012. Modelling ecological flow regime: an example from the Tennessee and Cumberland River basins. Ecohydrology 5: 613-627. DOI: 10.1002/eco.246
41. Knight RR, Murphy JC, Wolfe WJ, Saylor CF, Wales AK. 2013. Ecological limit functions relating fish community response to hydrologic departures of the ecological flow regime in the Tennessee River basin, United States. Ecohydrology. DOI: 10.1002/eco.1460
42. Koren V, Smith M, Duan Q. 2003. Use of a priori parameter estimates in the derivation of spatially consistent parameter sets of rainfall-runoff models. In Calibration of Watershed Models Water Science and Applications, Vol. 6, Duan Q, Sorooshian S, Gupta H, Rosseau H, Turcotte H (eds). AGU: Washington, D.C.
43. LaFontaine JH, Hay LE, Viger RJ, Markstrom SL, Regan RS, Elliott CM, Jones JW. 2013. Application of the Precipitation-Runoff Modeling System (PRMS) in the Apalachicola-Chattahoochee-Flint River Basin in the Southeastern United States. U.S. Geological Survey Scientific Investigations Report 2013-5162.
44. Leavesley GH, Lichty RW, Troutman BM, Saindon LG. 1983. Precipitation-Runoff Modeling System - User's manual. U.S. Geological Survey Water-Resources Investigations Report 83-4238.
45. Lockaby G, Nagy C, Vose JM, Ford CR, Sun G, McNulty S, Caldwell P, Moore Myers JA. 2011. Water and Forests. In The Southern Forest Futures Project: Technical Report, Wear DN, Greis JG (eds). USDA Forest Service Southern Research Station: Asheville, NC.
46. Lumb AM, McCammon RB, Kittle JL Jr. 1994. User's manual for an expert system (HSPEXP) for calibration of the hydrological simulation program-FORTRAN. U.S. Geological Survey Water Resources Investigation Report 94-4168. U.S. Geological Survey, Reston, VA.
47. Marion DA, Sun G, Caldwell PV, Ford CR, Ouyang Y, Amatya DM, Clinton BD, Conrads PA, Gull Laird S, Dai Z, Clingenpeel JA, Liu Y, Roehl EA, Moore Myers JA, Trettin C. 2013. Managing forest water quantity and quality under climate change in the Southern US. In Climate Change Adaptation and Mitigation Management Options, Vose J (ed.). CRC Press: Boca Raton, FL.
48. Markstrom SL, Niswonger RG, Regan RS, Prudic DE, Barlow PM. 2008. GSFLOW - Coupled groundwater and surface-water flow model based on the integration of the Precipitation-Runoff Modeling System (PRMS) and the Modular Ground-Water Flow Model (MODFLOW - 2005). In U.S. Geological Survey Techniques and Methods, book 6.
49. Markstrom SL, Hay LE, Ward-Garrison CD, Risley JC, Battaglin WA, Bjerklie DM, Chase KJ, Christiansen DE, Dudley RW, Hunt RJ, Koczot KM, Mastin MC, Regan RS, Viger RJ, Vining KC, Walker JF. 2012. Integrated watershed-scale response to climate change for selected basins across the United States. U.S. Geological Survey Scientific Investigations Report 2011-5077.
50. Masters LL, Flack SR, Stein BA. 1998. Rivers of Life: Critical Watersheds for Protecting Freshwater Biodiversity. The Nature Conservancy: Arlington, VA.
51. Matthews R. 2005. A six-step framework for ecologically sustainable water management. Journal of Contemporary Water Research and Education 131: 60-65. DOI: 10.1111/j.1936-704X.2005.mp131001010.x
52. Maurer EP, Wood AW, Adam JC, Lettenmaier DP, Nijssen B. 2002. A long-term hydrologically-based data set of land surface fluxes and states for the conterminous United States. Journal of Climate 15: 3237-3251.
53. McCabe GJ, Markstrom SL. 2007. A Monthly Water-balance Model Driven by a Graphical User Interface. U.S. Geological Survey Open-File Report 2007-1088: Reston, VA.
54. McCabe GJ, Wolock DM. 2011. Independent effects of temperature and precipitation on modeled runoff in the conterminous United States. Water Resources Research 47: W11522. DOI: 10.1029/2011WR010630
55. Monteith JL. 1965. Evaporation and the environment. The State and Movement of Water in Living Organisms XIXth Symposium, Swansea. Soc Exp Biology. Cambridge University Press: Cambridge.
56. Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL. 2007. Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the American Society of Agricultural and Biological Engineers 50(3): 885-900.
57. Murphy JC, Knight RR, Wolfe WJ, Gain WS. 2013. Predicting ecological flow regime at ungaged sites: a comparison of methods. River Research and Applications 29: 660-669. DOI: 10.1002/rra.2570
58. Nash JE, Sutcliffe JV. 1970. River flow forecasting through conceptual models, I, a discussion of principles. Journal of Hydrology 10: 282-290.
59. NCEFSAB. 2013. Recommendations for estimating flows to maintain ecological integrity in streams and rivers in North Carolina. Available at: http://www.ncwater.org/files/eflows/sab/EFSAB_Final_Report_to_NCDENR.pdf. [Accessed 6 December 2013].
60. Neitsch SL, Arnold JG, Kiniry JR. 2005. Soil and water assessment tool, theoretical documentation. Temple, TX, Grassland, Soil and Water Research Laboratory, U.S. Department of Agriculture, Agricultural Research Service.
61. Olden JD, Poff NL. 2003. Redundancy and the choice of hydrologic indices for characterizing streamflow regimes. River Research and Applications 19: 101-121. DOI: 10.1002/rra.700
62. Poff NL, Ward JV. 1989. Implications of streamflow variability and predictability for lotic community structure - a regional analysis of streamflow patterns. Canadian Journal of Fisheries and Aquatic Sciences 46: 1805-1818. DOI: 10.1139/f89-228
63. Poff NL, Zimmerman JKH. 2010. Ecological responses to altered flow regimes: a literature review to inform the science and management of environmental flows. Freshwater Biology 55: 194-205. DOI: 10.1111/j.1365-2427.2009.02272.x
64. Poff NL, Allan JD, Bain MB, Karr JR, Prestegaard KL, Richter BD, Sparks RE, Stromberg JC. 1997. The natural flow regime - a paradigm for river conservation and restoration. BioScience 47: 769-784. DOI: 10.2307/1313099
65. Poff NL, Olden JD, Merritt DM, Pepin DM. 2007. Homogenization of regional river dynamics by dams and global biodiversity implications. Proceeding of the National Academy of Science 104: 5732-5737. DOI: 10.1073/pnas.0609812104
66. Poff NL, Richter BD, Arthington AH, Bunn SE, Naiman RJ, Kendy E, Acreman M, Apse C, Bledsoe BP, Freeman MC, Henriksen J, Jacobson RB, Kennen JG, Merritt DM, O'keeffe JH, Olden JD, Rogers K, Tharme RE, Warner A. 2010. The ecological limits of hydrologic alteration (ELOHA): a new framework for developing regional environmental flow standards. Freshwater Biology 55: 147-170. DOI: 10.1111/j.1365-2427.2009.02204.x
67. Price CV, Nakagaki N, Hitt KJ, Clawges RM. 2006. Enhanced historical land-use and land-cover data sets of the US Geological Survey. US Geological Survey Data Series 240.
68. PRISM Climate Group. 2013. PRISM Climate Data. Available at: http://www.prism.oregonstate.edu/ [Accessed 01 July 2013].
69. Richter BD, Baumgartner JV, Wigington R, Braun DP. 1997. How much water does a river need? Freshwater Biology 37: 231-249. DOI: 10.1046/j.1365-2427.1997.00153.x
70. SALCC. 2012. South Atlantic Landscape Conservation Cooperative Science Assessment 2012. Available at: http://www.southatlanticlcc.org/page/science-assessment.
71. SARP. 2004. Conserving Our Southeastern Aquatic Habitat: The Southeast Aquatic Habitat Plan. Available at: http://southeastaquatics.net/documents/southeast-aquatic-habitat-plan.
72. SAS Institute Inc. 1989. SAS/STAT Users Guide. Version 6, Vol. 2, 4th edn. SAS Institute Inc.: Cary, NC.
73. Stanford JA, Ward JV, Liss WJ, Frissell CA, Williams RN, Lichatowich JA, Coutant CC. 1996. A general protocol for restoration of regulated rivers. Regulated Rivers: Research and Management 12: 391-414.
74. Sun G, Alstad K, Chen J, Chen S, Ford CR, Lin G, Lu N, McNulty SG, Noormets A, Vose JM, Wilske B, Zeppel M, Zhang Y, Zhang Z. 2011a. A general predictive model for estimating monthly ecosystem evapotranspiration. Ecohydrology 4: 245-255. DOI: 10.1002/eco.194
75. Sun G, Caldwell P, Noormets A, Cohen E, McNulty S, Treasure E, Domec JC, Mu Q, Xiao J, John R, Chen J. 2011b. Upscaling key ecosystem functions across the conterminous United States by a water-centric ecosystem model. Journal of Geophysical Research 116: G00J05. DOI: 10.1029/2010JG001573
76. Sun G, Caldwell PV, Georgakakos AP, Arumugam S, Cruise J, McNider RT, Terando A, Conrads PA, Feldt J, Misra V, Romolo L, Rasmussen TC, McNulty SG, Marion DA. 2013. Impacts of climate change and variability on water resources in the Southeastern US. In Southeast Regional Technical Report to the National Climate Change Assessment, Water Resources, Ingram KT, Dow K, Carter L (eds). Island Press: Washington DC.
77. Tavernia BG, Nelson MD, Caldwell P, Sun G. 2013. Water stress projections in the Northeastern and Midwestern United States in 2060: anthropogenic and ecological consequences. Journal of the American Water Resources Association 49: 938-952. DOI: 10.1111/jawr.12075
78. Thornthwaite CW. 1948. An approach toward a rational classification of climate. Geographical Review 38: 55-94.
79. Thornton PE, Thornton MM, Mayer BW, Wilhelmi B, Wei Y, Cook RB. 2013. Daymet: Daily Surface Weather on a 1km grid for North America, 1980-2012. Available at: http://daymet.ornl.gov/
80. USDA Soil Conservation Service. 1972. Hydrology Guide for Use in Watershed Planning. National engineering handbook, section 4: hydrology, supplement A. U.S. Department of Agriculture, Natural Resources Conservation Service: Washington, D.C.
81. USEPA. 2008. Using the BASINS Meteorological Database - Version 2006. Office of Water: Washington, D.C.
82. USEPA. 2011. Healthy Watersheds Initiative: National Framework and Action Plan. USEPA Office of Water: Washington, D.C.
83. USEPA. 2013. Watershed Modeling to Assess the Sensitivity of Streamflow, Nutrient, and Sediment Loads to Potential Climate Change and Urban Development in 20 U.S. Watersheds. National Technical Information Service: Washington, D.C.
84. Van Sickle J. 2003. Analyzing correlations between stream and watershed attributes. Journal of the American Water Resources Association 39: 717-7126. DOI: 10.1111/j.1752-1688.2003.tb03687.x
85. Wenger SJ, Luce CH, Hamlet AF, Isaak DJ, Neville HM. 2010. Macroscale hydrologic modeling of ecologically relevant flow metrics. Water Resources Research 46: W09513. DOI: 10.1029/2009WR008839